Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis

shirin shoushtari; Jiaming Liu; Edward P. Chandler; M. Salman Asif; Ulugbek S. Kamilov

2024 ICML ICML 2024

Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis

Abstract

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Authors

shirin shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Domain Adaptation Computer Vision > Processing > Image Restoration

Keywords

image super-resolution prior mismatch adaptation denoiser nonconvex convergence pnp-admm

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